{"id":"W2538508192","doi":"10.3389/fphys.2016.00477","title":"Static and Dynamic Adaptation of Insect Photoreceptor Responses to Naturalistic Stimuli","year":2016,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Greenhouse Technology and Climate Control","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Academy of Finland","keywords":"Adaptation (eye); Insect; Neuroscience; Biology; Communication; Computer science; Psychology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009055749,0.0000875414,0.0002110567,0.00003992275,0.00003514694,0.000002379106,0.0001301317,0.0001054142,0.00005239737],"category_scores_gemma":[0.0001959697,0.00003108328,0.00002368678,0.0001568512,0.0001490408,0.00004651004,0.00003946557,0.0000575569,0.000005976685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002582845,"about_ca_system_score_gemma":0.000005449096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000724447,"about_ca_topic_score_gemma":0.0003462977,"domain_scores_codex":[0.9993044,0.0001036188,0.0001596353,0.0002061656,0.00004712182,0.0001791228],"domain_scores_gemma":[0.9995602,0.0002697444,0.0000610955,0.00004738525,0.00002857357,0.00003305103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005612907,0.00003227553,0.01471971,0.000007309225,0.00001193253,0.000001351917,0.00009991958,0.000004264925,0.8892772,0.000127047,0.0003949791,0.09476269],"study_design_scores_gemma":[0.0005197846,0.0007877937,0.986805,0.00004658337,0.00001018558,0.000001821292,0.0005572321,0.0006977031,0.002511008,0.00690553,0.0009982774,0.000159053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980344,0.0001766319,0.0001753463,0.001140704,0.0001960363,0.0001719684,0.00006103227,0.00003591059,0.000008020748],"genre_scores_gemma":[0.9989525,0.00009366647,0.0006883218,0.0001553561,0.00001144358,0.00002529901,0.000008629405,8.911852e-7,0.00006389323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9720853,"threshold_uncertainty_score":0.1267539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631958807401419,"score_gpt":0.2283922095517003,"score_spread":0.2120726214776861,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}